IEEE S.F. Bay Area Council e-GRID's
BayAreaTech

Technology & Networking in Silicon Valley & the SF Bay Area: Upcoming Meetings, Courses and Conferences

June 19, 2009

Mtg: Adaptive Learning in a World of Projections

by @ 1:45 pm. Filed under ALL, Communications, Computers/Software, Electronics Design, Engineering Mgmt
 

MONDAY June 22, 2009
SCV Signal Processing Chapter
Speaker: Prof. Sergios Theodoridis, Technical University of Athens, Greece
Time: Fast Food & drinks at 6:30 PM; Presentation at 7:00 PM
Cost: $2 donation for food
Place: National Semiconductor, Building E Conference Center, 2900 Semiconductor Dr., Santa Clara
RSVP: not required
Web: www.ewh.ieee.org/r6/scv/sps

The task of parameter/function estimation has been at the center of scientific attention for a long time and it comes under different names such as filtering, prediction, beamforming, curve fitting, classification, regression.? In this talk, the estimation task is treated in the context of set theoretic estimation arguments. Instead of a single optimal point we are searching for a set of solutions that are in agreement with the available information, which is provided to us in the form of a set of training points and a set of constraints.
The goal of this talk is to present a general tool for parameter/function estimation, under a set of convex constraints, both for classification as well as regression tasks, in a time adaptive setting in (infinite dimensional) Reproducing Kernel Hilbert spaces (RKHS).? Each algorithm consists of a sequence of projections, of linear complexity with respect to the number of unknown parameters.? Our theory proves that the algorithm converges to the intersection of all (with a possible exception of a finite number of) the convex sets, where the required solution lies.
The work has been carried out in cooperation with Kostas Slavakis and Isao Yamada.

Comments are closed.

[IEEE S.F. Bay Area Council - www.e-grid.net] [powered by WordPress .]

SF Bay Area Council

Categories

  • ALL (4,589)
  • Antennas & Propagation (4)
  • BioEngineering (665)
  • Blogroll (33)
  • Circuits (11)
  • Communications (1,856)
  • Computers/Software (1,750)
  • Consumer Electronics (97)
  • Control Systems (19)
  • Electrical/Power (1,269)
  • Electronics Design (2,771)
  • Employment (4)
  • Employment opportunities (5)
  • Engineering Mgmt (1,806)
  • Green energy (42)
  • History (4)
  • Industrial Applications (78)
  • Information Theory (11)
  • Instrument and Measurement (1)
  • Magnetics (24)
  • Microwave (8)
  • NanoEngineering (870)
  • Optics/Displays (968)
  • Photonics (25)
  • PhotoVoltaics (4)
  • Product Safety (23)
  • Reliability (34)
  • Robotics and Automation (15)
  • Semiconductors (1,835)
  • Signal Processing (132)
  • Vehicular Technology (10)
  • Women in Engineering (7)
  • Young Professionals (2)
  •  

    Support our advertisers:

    Visit our
    GRID MARKETPLACE

    Enabling Javascript allows us to show you upcoming conferences in this column.

    For the Firefox browser, select Tools/Options/Content and select "Enable Javascript".

    If you are using Microsoft Internet Explorer you may need to click on the yellow bar above and select 'Allow Blocked Content'. You must then click 'Yes' on the following security warning.

    archives:

    December 2017
    S M T W T F S
    « Nov    
     12
    3456789
    10111213141516
    17181920212223
    24252627282930
    31  

    View in Google Calendar

    search blog:


    SUBSCRIBE: Get the e-GRID twice a month by email - upcoming IEEE SF Bay Area meetings, conferences.

    RSS Feed Subscribe to our RSS Feed.

    PUBLICIZE your event to IEEE's membership.


    general links:

    22 queries. 0.629 seconds